What Bottlenecks Your AI?

While building Lizard, we found that many performance bottlenecks weren't inside the model kernels-they came from memory planning, scheduling, CPU--GPU synchronization, and execution orchestration.

If you build or run local LLMs:

  • What's your biggest bottleneck today?

  • VRAM?

  • Token latency?

  • Model loading?

  • Context length?

  • Something else?

We're curious what problems you encounter most often.

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